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11gg-cpu/README.md

Theo Ye portfolio banner

University of Manchester Mathematics and Statistics Target roles

AI Resume Optimizer · Game Analytics · Content Trends · AI PM Toolkit

Email Theo Ye View all projects

Profile

I am Theo Ye, a Mathematics & Statistics student at the University of Manchester, building a portfolio around data analytics, AI product thinking, and practical AI-assisted workflows.

I like turning unclear questions into structured metrics, small prototypes, dashboards, and product documents that a real user or team could act on.

For Recruiters

If you are hiring for... Start here
Data analyst intern Excel Business Analytics Practice, UK Produce Market Price Analytics
AI product / AI PM intern AI Product Manager Toolkit, AI Resume Optimizer
AI operations / workflow roles Personal AI Workflow Portfolio, Content Trend Analyzer
Product analytics / consumer apps Game Spending & User Behavior Analytics, Content Trend Analyzer

Portfolio Snapshot

Signal What it shows
Quantitative foundation Statistics, time-series analysis, ODE simulation, correlation analysis
Data analytics execution Python, SQL, Excel, Power BI thinking, KPI design, dashboard storytelling
AI product direction PRD templates, competitor analysis, MVP planning, prompt workflow design
Product analytics Gaming user behavior, retention, monetization, content engagement
AI workflow ChatGPT, Claude, Gemini, Cursor, Codex, and Canva used with human validation

Featured Projects

AI Resume Optimizer Game Spending Analytics

Content Trend Analyzer AI Product Manager Toolkit

Excel Business Analytics Practice Personal AI Workflow Portfolio

What I Bring

Data question -> metric design -> analysis workflow -> insight -> product or business recommendation
  • I use statistics to make analysis more disciplined.
  • I use AI tools to move faster, but keep human review in the loop.
  • I think about products through user problems, feedback loops, and measurable outcomes.
  • I document projects so recruiters can understand the value quickly.

Portfolio Maintenance

Stack

Python SQL Excel Power BI R GitHub ChatGPT Canva

GitHub Activity

GitHub stats Top languages

Contact

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  1. ai-product-manager-toolkit ai-product-manager-toolkit Public

    AI product manager toolkit for PRD writing, competitor analysis, personas, MVP planning, and prompt workflows.

  2. ai-resume-optimizer ai-resume-optimizer Public

    AI-assisted resume optimization workflow for JD analysis, ATS keywords, and STAR bullet rewriting.

    Python

  3. content-trend-analyzer content-trend-analyzer Public

    TikTok and YouTube content trend analysis framework with tagging and engagement metrics.

    Python

  4. excel-business-analytics-practice excel-business-analytics-practice Public

    Excel business analytics practice with cleaning, pivot tables, dashboards, and business recommendations.

  5. game-spending-user-behavior-analytics game-spending-user-behavior-analytics Public

    Gaming product analytics case study for user behavior, spending motivation, and retention thinking.

  6. personal-ai-workflow-portfolio personal-ai-workflow-portfolio Public

    Personal AI workflow portfolio covering ChatGPT, Claude, Gemini, Cursor, Codex, and Canva use cases.